Listar por tema "machine learning"
-
A Generative Method for Indoor Localization Using Wi-Fi Fingerprinting
MDPI (2021-03-30)Indoor localization is an enabling technology for pervasive and mobile computing applications. Although different technologies have been proposed for indoor localization, Wi-Fi fingerprinting is one of the most used ... -
A set of deep learning algorithms for air quality prediction applications
Elsevier (2023)This paper presents a set of machine learning algorithms, including grid-based (Bidirectional Convolutional Long Short-Term Memory) and graph-based (Attention Temporal Graph Convolutional Network) algorithms to predict air ... -
Air Quality Prediction in Smart Cities Using Machine Learning Technologies Based on Sensor Data: A Review
MDPI (2020-04-01)The influence of machine learning technologies is rapidly increasing and penetrating almost in every field, and air pollution prediction is not being excluded from those fields. This paper covers the revision of the studies ... -
Algoritmos de aprendizaje automatizado para el meta compresor de datos Blosc
Universitat Jaume I (2017-06-26)Este documento recopila los detalles y procedimientos más importantes del Proyecto de Final de Grado realizado a partir de la Estancia en Prácticas en la empresa de Francesc Alted. El principal objetivo fue el desarrollo ... -
Aplicación de la Inteligencia Artificial con Procesamiento del Lenguaje Natural para textos de investigación cualitativa en la relación médico-paciente con enfermedad mental mediante el uso de tecnologías móviles
Cátedra de Comunicación y Salud Universidad Complutense de Madrid (2020)La Inteligencia Artificial (IA) sigue posicionándose en la sociedad como referencia del progreso tecnológico. Dentro de este campo, el Procesamiento de Lenguaje Natural (PLN) alcanza gran aceptación en disciplinas que ... -
Aplicación de técnicas de machine learning para la segmentación turística basada en la sostenibilidad percibida del destino y la satisfacción
Cátedra Fundación Ramón Areces de Distribución Comercial (2023)La segmentación es crucial para las estrategias de sostenibilidad y las percepciones de los destinos por parte de los turistas ofrecen importantes crite- rios de segmentación. El objetivo de este artículo es obtener ... -
La aplicación exponencial y uso en óptica cuántica
Universitat Jaume I (2020-11-26)Este documento tiene el objetivo de agrupar los dos bloques de la asignatura “Prácticas y trabajo final de grado” del título universitario en Matemática Computacional de la Universidad Jaume I. Las prácticas se han ... -
Artificial Intelligence and the Creative Industries
Universitat Jaume I (2023-06-14)In recent years, the world has witnessed the rise of Artificial Intelligence (AI) and its increasing impact on various sectors. One of the most intriguing areas where AI has been making waves is the creative industry. ... -
Ataques adversarios a redes neuronales artificiales con FGSM
Universitat Jaume I (2019-10)En este documento se presenta la memoria de la estancia en prácticas realizada en el Instituto de Tecnología Cerámica y el Trabajo de Fin de Grado, en el que se profundiza sobre los aspectos teóricos y prácticos presentes ... -
Between comments and repeat visit: capturing repeat visitors with a hybrid approach
Emerald (2021-08-05)Purpose Understanding customers' revisiting behavior is highlighted in the field of service industry and the emergence of online communities has enabled customers to express their prior experience. Thus, purpose of this ... -
Bidirectional convolutional LSTM for the prediction of nitrogen dioxide in the city of Madrid
PLoS (2022-06-01)Nitrogen dioxide is one of the pollutants with the most significant health effects. Advanced information on its concentration in the air can help to monitor and control further consequences more effectively, while also ... -
Characterising Players of a Cube Puzzle Game with a Two-level Bag of Words
Association for Computing Machinery (ACM) (2021-06)This work explores an unsupervised approach for modelling players of a 2D cube puzzle game with the ultimate goal of customising the game for particular players based solely on their interaction data. To that end, user ... -
Comparison of Different Artificial Intelligence Techniques Applied in a Multiplayer Shooter
Universitat Jaume I (2017-07)Lately, video games sector is experiencing an exponential growth based on the appearance of a great quantity of new multiplayer video games. In fact, this feature has turn basically into a requirement. Most video games ... -
Comparison of Nitrogen Dioxide Predictions During a Pandemic and Non-pandemic Scenario in the City of Madrid using a Convolutional LSTM Network
World Scientific (2022-06-22)Traditionally, machine learning technologies with the methods and capabilities available, combined with a geospatial dimension, can perform predictive analyzes of air quality with greater accuracy. However, air pollution ... -
Correlated-informed neural networks: a new machine learning framework to predict pressure drop in micro-channels
Elsevier (2022-05-22)Accurate pressure drop estimation in forced boiling phenomena is important during the thermal analysis and the geometric design of cryogenic heat exchangers. However, current methods to predict the pressure drop have one ... -
Creating, Interpreting and Rating Harmonic Colour Palettes Using a Cognitively Inspired Model
Springer (2018)his paper presents a cognitively inspired qualitative theory, QCharm, which defines five operators for colour combination based on the qualitative colour descriptor (QCD) and applies these operators to recommend palettes ... -
Data-driven approach for day-ahead System Non-Synchronous Penetration forecasting: A comprehensive framework, model development and analysis
Elsevier (2024-05-15)This article presents a comprehensive, innovative, and data-driven approach for predicting System Non-Synchronous Penetration (SNSP) levels. It consists of iterative steps that involve data analytics and forecasting model ... -
Deep learning for studying urban water bodies' spatio-temporal transformation: a study of Chittagong City, Bangladesh
Universitat Jaume I (2021-03-05)Water has been playing a key role in human life since the dawn of civilization. It is an integral part of our lives. In recent years, water bodies specially, urban water bodies are in a poor state due to climate change and ... -
Desarrollo de un sistema de aprendizaje automático para la detección de fraude
Universitat Jaume I (2017-09-14)Este documento contiene la descripción, planificación, análisis, diseño y implementación del proyecto de fin de grado realizado por el alumno Alejandro Chiva Vidal, con el fin de implementar un sistema que analice las ... -
Development and training of an Artificial Neural Network in Unity3D, including a game to interact with it and observe its performance
Universitat Jaume I (2020-07-09)This document presents the Final Report of the Video Game Design and Development project. The work consists of creating an AI with the ANN (Artificial Neural Network) method, to face the player in different game modes and ...